Programming for Python Data Science: Principles to Practice
Master Python for data science. Learn NumPy, Pandas, and Matplotlib for analysis, algorithms, and visualization.
Master Python for data science. Learn NumPy, Pandas, and Matplotlib for analysis, algorithms, and visualization.
This specialization accelerates your journey as a data scientist with Python, designed for beginners to develop essential skills in data management, analysis, and insight communication. The program covers foundational computer science concepts, algorithm development, and hands-on experience with industry-standard Python libraries. Through five courses, students master VS Code, NumPy, Pandas, and Matplotlib while working on real-world data analysis projects. The curriculum emphasizes practical applications, from basic debugging to advanced predictive modeling and visualization.
4.1
(37 ratings)
3,232 already enrolled
English
বাংলা, پښتو, اردو, 1 more
Powered by
What you'll learn
Create algorithms and programs using the Seven Step framework, manipulate and analyze data using NumPy arrays and matrices, master data cleaning and optimization with Pandas, develop complex Python programs for data science applications, create professional data visualizations with Matplotlib, build and evaluate classification models for predictions, apply best practices in program decomposition and debugging.
Skills you'll gain
This course includes:
166 Hours PreRecorded video
Programming exercises
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate
Closed caption
Get a Completion Certificate
Share your certificate with prospective employers and your professional network on LinkedIn.
Created by
Provided by
Top companies offer this course to their employees
Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.
There are 5 courses in this program
EI Leadership: Thriving in the AI Era
Course 1 · 3 Hours to complete · 4 modules
In the Trenches: Security Operations Center
Course 2 · 11 Hours to complete · 8 modules
3D Data Visualization for Science Communication
Course 3 · 32 Hours to complete · 6 modules
Fee Structure
Payment options
Financial Aid
Testimonials
Testimonials and success stories are a testament to the quality of this program and its impact on your career and learning journey. Be the first to help others make an informed decision by sharing your review of the course.
Frequently asked questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.